Full Text Search Python Packages

usearch

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

flashrank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

walrus

Lightweight Python utilities for working with Redis

whoosh-reloaded

Whoosh is a fast, featureful full-text indexing and searching library implemented in pure Python.

apexbase

A High-performance HTAP embedded database. A reliable work partner.

usearch-iscc

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

sifts

Simple full text & vector search engine Python library

uqa

UQA — Unified Query Algebra: a multi-paradigm database engine unifying relational, text retrieval, vector search, graph query, and geospatial paradigms under a single algebraic structure

yt-fts

YouTube Full Text Search - Search all of YouTube from the command line

scout

RESTful search server written in Python, powered by SQLite.

afwf-fts-anything

Alfred Workflow, Full Text Search Anything

contextinator

Turning messy repos into weapons of mass structured context.

ngram-search

Ngram-based indexing of strings into a binary file

promptvault-py

Search all your Claude Code conversations instantly from the terminal. Markdown vault + SQLite FTS5 + fzf. Zero dependencies.

poyonga

Python Groonga Client

ebk

Powerful eBook metadata management tool with SQLite backend, AI-powered enrichment, web interface, and comprehensive CLI. Features full-text search, automatic metadata extraction, and LLM integration for intelligent tagging and categorization.

aws-resource-search

A terminal application that enables interactive searches for AWS resources. It is a mini AWS console in your terminal or shell environment.

flask-ponywhoosh

A Flask full-text search engine

hermescloud

Extremely Fast Full-Text-Search Algorithm and Caching System

ponywhoosh

Your database now searchable. The backend behind the Flask-PonyWhoosh.

trad-zh-search

Traditional Chinese text preprocessing for search engines — CKIP segmentation + bigram indexing with pluggable domain dictionaries

paradedb-django

ParadeDB - Full-Text Search Support for Django

cockatrice

Cockatrice is a full text search and indexing server. It is written in Python built on top of Whoosh.

pyreds

Simple full text search module for Python - backed by Redis